Medical Education Commons^™

Assessing Trends In Medical Students’ Perceptions Regarding Statistical Analysis, Ethan Noble, Valeriy Kozmenko, Paul Thompson

Scholarship Pathways Program

Assessing Trends in Medical Students’ Perceptions Regarding Data Analysis and Statistics Knowledge and Skills

Ethan Noble, MD | Mentors: Valeriy Kozmenko, MD, Paul Thompson, PhD

Introduction: The use of evidence-based medicine requires that physicians are able to properly analyze and interpret the results of new research. The development of new research and medical knowledge is swift, and a strong foundation in statistics and research is needed for physicians and medical students to keep up with new research. Curriculum in medical education often lacks in-depth coverage of the subject, and additional curriculum has been shown to enhance student confidence and ability …

Targeted Skin Cancer Education Improves Agricultural Workers' Safe Sun Practices And Knowledge In South Dakota: A Farm Show Survey, Leah Naasz, Kianna Thelen, Candace Zeigler

Scholarship Pathways Program

Targeted Skin Cancer Education Improves Agricultural Workers' Safe Sun Practices and Knowledge in South Dakota: A Farm Show Survey

Leah Naasz, MD | Candace Zeigler, MD

Background: Agricultural workers are at increased risk for skin cancer due to prolonged ultraviolet (UV) exposure, yet many underutilize sun protection. Brief, community-based educational interventions may improve knowledge and preventive behaviors.

Objective: To provide a targeted skin cancer educational session to increase awareness and promote sun protection behaviors among agricultural workers in South Dakota.

Methods: Twenty agricultural workers attending the Vermillion and Sioux Falls Farm Shows participated in a pre- and post-educational survey. Inclusion …

Examining The Rural Workforce: Comparing Admissions Strategies And Training Pathways In U.S. Medical And Dental Education, Charolyn A. Harris

Honors Theses

Access to healthcare in rural and underserved communities remains a significant challenge in the United States, particularly in dental care, where workforce shortages are more pronounced. This study examines how medical and dental education programs develop rural healthcare providers, focusing on admissions strategies and training pathways. Using a structured scoping review and secondary data analysis, this research compares how each field incorporates known predictors of rural practice, such as rural background and training experiences, into workforce pipeline development. Findings indicate that while both medical and dental education recognize rural background as a strong predictor of rural practice, medical education more …

The Impact Of Hearts For The Homeless On Students At The University Of Mississippi, Ellie Menszer

Honors Theses

Hearts for Homeless (H4H) is an international organization that works to help one of the most vulnerable populations for cardiac disease, the homeless, due to the lack of access to health care and information. At the University of Mississippi, H4H is a registered student organization that volunteers weekly at the Oxford Community Market (OXCM) to provide free blood pressure screenings and heart health information. H4H helps the community while also providing students with hands-on patient care experience. The goal of this research is to determine how volunteering with H4H impacts students at the University of Mississippi. A literature review informed …

Kern National Network At Ouwb: Helping Medical Student Ideas Come To Life While Promoting Student Wellness And Academic Success, Shivapriya Chandu, Ahmad Abu-Mahfouz, Rohit Ray, Riya Chhabra, Berkley Browne-Holtz

Posters

Poster Winner - Medical students experience evolving stressors and wellness needs throughout training. From preclinical coursework to board preparation and clinical rotations, priorities may shift over time. This project addresses the following research question: How can we effectively improve student wellness initiatives through student engagement during the M1- M3 medical school years?

Optimizing Patient-Facing Ai Chatbot Questions To Improve Readability And Actionability In Anesthesia Education, Sarah Kadado, Bianca Elias, Roy Soto

Posters

In anesthesia, high patient anxiety and limited counseling time increase the need for clear, usable information. Artificial intelligence (AI) chatbots (e.g., ChatGPT) are increasingly used for patient anesthesia education. Many AI-generated responses exceed the recommended 6th-8th grade reading level for patient education information. Responses also often lack actionable guidance for patients. This study quantifies how optimizing patient-facing prompts improves readability, understandability, and actionability.

Implementation Of Self-Directed Learning In Preclinical Respiratory Course, Tai Metzger, Kaycee L. Fillmore, Inaya Hajj-Hussein, Dwayne Baxa, Kyeorda Kemp, Virginia Uhley, Claudio Cortes

Posters

Self-directed learning (SDL) is essential to incorporate into the medical curriculum to develop lifelong learning skills. The Liaison Committee on Medical Education (LCME) defines four specific components of SDL that must be incorporated into medical education. We created an team-based SDL activity and evaluated whether this format aligned with the SDL components defined by the LCME, using students’ evaluations and reflections.

Perceptions Of Radiology Residency Staffing Models Across Years Of Training, Alex Zhang, Alexander Swantek, Adela Pouzar, Sayf Al-Katib

Posters

Case staffing is the primary method by which radiology residencies teach at the workstation. Despite this, the styles and methods for how staffing is performed have not yet been comprehensively described. Understanding these models and evaluating resident perspectives can inform best practices and enhance radiology education.

Do Preclinical Assessment Strategies Matter? Nbme Usage And Student Outcomes Across U.S. Medical Schools, Reem Fawaz, Aaryan Patel, David Thomas

Posters

Preclinical assessment strategies vary widely across U.S. medical schools. Limited data exist on how these strategies relate to student success outcomes. Our study examines whether exam usage patterns are associated with Step 1 performance, Step 2 performance, and overall match rate.

Equitable Exposure, Unequal Outcomes Summative Performance Following Clinical Integration Anatomy Laboratories, Christopher Ramus, Stefanie Attardi

Posters

Cadaver-based anatomy education remains essential but faces high content demands, limited physical and personnel resources, and a continually condensed timeline. These challenges necessitate efficient instructional efficient instructional strategies. Pedagogical research supports active learning strategies for better retention, engagement, and application.

Not All Health Problems Are Medical, Lisa George, Jennifer Hartke, Linda Caurdy-Bess, Karen Glorio

Posters

Medical Legal Partnership (MLP) started in 1993 in Boston. Currently MLP’s have been established in over 450 health care institutions in 49 states. Patient Legal Support (PLS) began in August 2009 and is a collaborative effort between Corewell Health East (then Beaumont Health system) and Lakeshore Legal Aid. Modeled after Boston Medical Center’s Family Advocacy Program, PLS provides educational training to health care providers, helping them recognize legal issues that affect the health of their patients, refer patients with legal problems, and improve their own advocacy skills.

How Medical Education Reframes Perceptions Of Substance Use Disorder: A Study Of Evolving Student Attitudes, Eva Neueunschwander, Cameron Davidson

Posters

According to the Substance Abuse Mental Health Services Administration (SAMHSA), in 2022 about 50 million people had experienced a substance use disorder (SUD) in the past year.1 Despite the alarming prevalence of SUD, stigma remains a major barrier to seeking and obtaining high quality treatment. Understanding how medical students view SUD and how perceptions change across their educational journey is essential for improving patient care. While previous studies have investigated SUD stigma among medical students, the effect of study year on attitudes remains largely mixed and unclear.2 This project compares attitudes across educational levels to understand how medical training influences …

Reframing Inclusion Through Scholarship & Equity (Rise) Equity Project 2026, Tonya Bailey, Brandon Harris, Abhinav Krishnan, Trini Mathew, Amita Pai, Julie Zaituna, Tracey Taylor

Posters

The OUWB RISE program is a faculty development educational initiative, and this poster disseminates both clinical and foundation faculty scholars’ year-long, project-based learning focused on advancing inclusive and equitable medical education.

Psychiatry Meets Ai: Are Residents Ready?, Jacob De Castro, John Case

Rowan-Virtua Research Day

Artificial intelligence (AI) use is increasing in healthcare, but psychiatry residency training remains unstructured. In a 20-resident pilot survey, AI was frequently used for literature review and clinical support, with limited confidence and institutional guidance. We found most residents desired formal training and would use AI more if institutionally supported. Findings highlight a gap between rapid adoption and structured education.

Enhancing Wellness And Healthcare Support For Medical Students At Rowan-Virtua Som: A Comprehensive Needs Assessment, Han Jie Liu, Karen Welding-Brown, Joanne Kaiser Smith

Rowan-Virtua Research Day

Introduction: While the rigors of medical education are well-documented, high stress levels have been shown to negatively impact academic performance. Despite this, Rowan-Virtua SOM currently lacks structured programs that address students’ unique healthcare and wellness needs. This study evaluates the wellness challenges and healthcare barriers faced by pre-clinical students (classes of 2028 and 2029) to inform targeted institutional support.   Methods: A descriptive survey-based study was distributed to all pre-clinical students at Rowan-Virtua SOM. The IRB-expempt (PRO-2025-114) Qualtrics survey assessed four domains: 1) demographics, 2) mental and physical wellness, 3) lifestyle patterns, and 4) access to healthcare and barriers.   Results: Fifty-four …

Data-Driven Analysis Of Lecture Capture Transcript Accuracy Of The Biomedical Foundations Course Using Automated Speech Recognition, Eleni Papadopoulos, Shaniece Lawrence, Steve Garwood, Dawn Shell, Jacqueline A. Giacobbe

Rowan-Virtua Research Day

To increase the accessibility and utility of lecture capture recordings, schools may utilize automated speech recognition (ASR) to generate closed-captions and transcripts. But, how accurate are these systems? This study analyzed 50 ASR-generated transcripts using word error rate (WER) and further sought to determine factors that impact accuracy. Only 19 of 50 (38%) transcripts met the 99% accuracy standard required by the Americans with Disabilities Act (ADA). The lecturer's accent was the most significant factor affecting accuracy, though medical jargon also presented a challenge. These findings suggest system improvements and manual review are necessary to ensure students receive accurate information.

From Clinical Observation To Scholarly Question Academic Curiosity As A Professional Virtue In Emergency Medicine Introducing The Mindful Observation → Curious Inquiry → Clinical Structuring → Scholarly Sharing (Moccs) Model, James Espinosa, Alan A. Lucerna

Rowan-Virtua Research Day

Emergency Medicine generates continuous clinical observations, yet many potentially meaningful insights never progress beyond informal reflection. This poster reframes every day shift observations as the ecological foundation of scholarly inquiry. Conceptual Framework: We propose a simple, repeatable process to lower the activation energy for academic engagement The Mindful Observation → Curious Inquiry → Clinical Structuring → Scholarly Sharing (MOCCS) Model. This model centers disciplined noticing as a professional virtue. By naming and normalizing the “hmmm” and “huh?” moments, this approach validates frontline clinical wisdom, democratizes scholarly participation, and restores intellectual joy within high-stress clinical environments. Conclusion: Curiosity is not hierarchical. …

Reset To Learn For Ite And Boards: The Neurobiology Supporting The Advantage Of Micro-Breaks During Content-Dense Lectures--And Why Continuous (No Micro-Breaks) Test-Bank Studying And Test-Taking ("Plowing Through") Is Suboptimal, James Espinosa, Robin Lahr, Swet Patel, James Lee, Alan Lucerna, Henry Schuitema

Rowan-Virtua Research Day

Background: Working memory is a limited-capacity system vulnerable to saturation during sustained cognitive effort. In medical education, board review lectures, intensive test-bank studying, and prolonged examination sessions require extended executive control engagement. Emerging evidence from cognitive neuroscience suggests that brief, intentional cognitive disengagement ('micro-resets')  of even 90 seconds may restore working memory efficiency and improve encoding, integration, and retrieval. This applies to brief breaks during content-dense lectures (needs support of lecturer), during test bank use for preparation as well as for test-taking. Objective: To propose a neurocognitive framework explaining why structured micro-breaks of even 90 seconds can enhance learning during …

Procedural Narration As An Important Cognitive Adjunct To Analgesia: Naming And Neurobiologically Grounding An Established Emergency Medicine Practice, James Espinosa, Alan Lucerna

Rowan-Virtua Research Day

Background: Experienced emergency physicians routinely provide real-time verbal guidance during procedures. Although widespread and intuitive, this practice has not been commonly conceptualized within pain neuroscience.

Objective: To name and mechanistically ground procedural narration as a form of cognitive analgesia, and to promote its intentional use and teaching in Emergency Medicine.

Methods: Narrative review integrating predictive coding theory, placebo/nocebo research, affective neuroscience, descending inhibitory pathway literature, and attentional modulation studies.

Results: Procedural narration reduces uncertainty, aligns expectation with sensation, modulates limbic threat processing, engages prefrontal cortical regulation, and supports descending inhibitory control of nociception.

Conclusion: Procedural narration is not a novel …

Stroke Mimics And Stroke Chameleons: Leveraging The False Positive/False Negative Diagnostic Schema In Resident Teaching, James Espinosa, Alan Lucerna

Rowan-Virtua Research Day

Background

Stroke mimics and stroke chameleons contribute significantly to diagnostic uncertainty in Emergency Medicine. Traditional teaching often relies on enumerating examples, yet residents struggle to internalize these distinctions.

Objective

To present a conceptual teaching framework that maps stroke mimics to false positives and stroke chameleons to false negatives, leveraging pre-existing diagnostic schemas.

Methods

Using representative cases—including hypoglycemic hemiparesis and spinal epidural lipomatosis presenting as stroke mimic—we developed an explanation for residents involving framing mimics as false positives and chameleons as false negatives.

Results

Framing mimics as false positives and chameleons as false negatives activates existing learner schemas related to sensitivity …